The invention provides a commodity information recommendation method and device and a storage medium, and the method comprises the steps: importing a commodity information data set, and dividing the data set of the commodity information data set to obtain a commodity information training set and a commodity information test set; performing vectorization analysis on the commodity information training set to obtain a knowledge graph matrix and a training set matrix. According to the method, implicit characteristics among data can be effectively mined, accurate recommendation is realized, better differentiation can be realized in mathematics, more effective information in a graph can be mined, rapid recommendation can be realized, accurate recommendation can be realized in a specific scene, certain generalization is realized, the method has a certain effect on different types of data, can effectively improve the recommendation accuracy, has good robustness, can reasonably and accurately recommend commodities to the user, realizes cold start commodity recommendation to the user, and improves the recommendation reliability and accuracy.